DocumentCode
2888634
Title
Non-Linear Analysis and Time Series Prediction of an Electrical Analogue of the Mechanical Double Pendulum
Author
Hanias, M.P. ; Karras, D.A. ; Mobarak, M.
Author_Institution
Autom. Dept Psachna, Chalkis Inst. of Technol., Evoia, Greece
fYear
2009
fDate
18-20 June 2009
Firstpage
1
Lastpage
5
Abstract
In this paper the analogy between a mechanical double pendulum and an oscillating electrical system is presented. Instead of using analytic equations, we used the MultiSim circuit simulation environment in order to reproduce and interpret the response of the electrical oscillator. The electrical double pendulum presents a chaotic regime which is studied quantitatively by means of state space reconstruction. For this purpose the optimal delay time is calculated and the minimum embedding dimension is found with the method of False Nearest Neighbors. Using the reconstructed attractor and averaging over all neighbors´ projections £-steps into the future, multistep ahead prediction achieved.
Keywords
pendulums; prediction theory; time series; MultiSim circuit simulation; electrical analogue; electrical double pendulum; electrical oscillator; false nearest neighbors; mechanical double pendulum; multistep ahead prediction; nonlinear analysis; optimal delay time; oscillating electrical system; reconstructed attractor; state space reconstruction; time series prediction; Capacitors; Chaos; Circuit simulation; Coils; Coupling circuits; Gravity; Inductance; Inductors; Time series analysis; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Signals and Image Processing, 2009. IWSSIP 2009. 16th International Conference on
Conference_Location
Chalkida
Print_ISBN
978-1-4244-4530-1
Electronic_ISBN
978-1-4244-4530-1
Type
conf
DOI
10.1109/IWSSIP.2009.5367787
Filename
5367787
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